This release includes early implementations of pandas extensions so that you can invoke msticpy functionality directly from a DataFrame:

  my_events_df.mp_timeline.plot()
  my_proc_events_df.mp_process_tree.plot()

So far, IoCExtract, Base64Unpack, Timeline and ProcessTree have these extensions but we will be adding them to more msticpy modules over time.

Also, IoCExtract and Base64 decode functions have IPython magics (%%ioc and %%b64) allowing you to paste a block of text into a notebook cell and run the function directly on that text.

Most other changes are primarily maintenance and house-keeping improvements such as increasing unit testing code coverage.

New Features

• process_tree - added pandas extension and changed main function so that it returns the plot figure and layout
• timeline - added pandas extension. added support for DateTime column in Tooltips (display as date time rather
  than number)
• base64unpack - added pandas extension, added IPython %%b64 magic
• iocextract - added pandas extension, added IPython %%ioc magic
• Added documentation and notebook examples for the pandas extensions and magics.
• wsconfig - added method to display available workspaces
• README.MD - added some graphics to brighten the page up a little
• Added unit test test_folium.py
• Adding FoliumMap.ipynb sample notebook
• Added additional geolocation centering functions for FoliumMap
• Updates to GeoIPLookups.ipynb
• Add parameter checks to timeline.py and process_tree.py so that invalid **kwargs produced a helpful error message.
• Added requirements-dev.txt

Fixes

• Typos in AzureData.rst
• Adding GeoIP tests.
• Removing deprecated lines from coverage reports.
• Cleaned up pytest coverage report.
• Adding suppression file for credscan false positives
• Removing SecurityAlertandEntities notebook with misleading content
• Removed failing cell from end of GeoIPLookups notebook
• Fixed a few errors in foliummap.py
• Fixed bug in GeoIP DB downloader
• Changed foliummap center functions to use median by default
• Removed largely redundant os_family param from iocextract.py functions
• Fixed sectools_magics iocextract class
• Update test_ioc_extractor for new parameters
• domain_tools - changed tld_index and ssl_bl attributes to properties that auto-load on first use (prevents remote
  http request if data on class instantiation)
• Added more tests for utility.py
• Add environment variable to selectively run some long-duration tests during build only (these are no skipped in local tests)
• Tidied up/refactored some code in base64unpack.py